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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "What a racist" 1,070 comments · Page 28 of 43
0:10 It's not puenjab - it's 'Punjab' & u are racist 🤫
0:10 It's not puenjab - it's 'Punjab' & u are racist 🤫
Identity Attack0.28883415
Insult0.47273466
Profanity0.21781154
Threat0.013010317
Severe Toxicity0.024960563
Moderate 0.4014846 Low Con 0.202 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy on the bike was the most polite racist I’ve ever seen.
Guy on the bike was the most polite racist I’ve ever seen.
Identity Attack0.23846684
Insult0.40243408
Profanity0.099305905
Threat0.010628296
Severe Toxicity0.015996376
Moderate 0.4014846 Moderate Con 0.387 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Identity Attack0.28034934
Insult0.36709076
Profanity0.11230402
Threat0.011974656
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.306 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Identity Attack0.45348886
Insult0.35849577
Profanity0.08419759
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.252 Identity_Assertion
Feb 25, 2026 13 likes Inside Canada's Indian Invasion...
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro on the bike is super racist
Bro on the bike is super racist
Identity Attack0.36733335
Insult0.26957804
Profanity0.16682947
Threat0.012596053
Severe Toxicity0.022839356
Moderate 0.4014846 Moderate Con 0.307 Meta_Commentary
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work …
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work done and defend them like in a situation at this time saying people are racist Islamophobic etc and give them everything they want backed by extremist organizations and political parties given a passport and get them to vote for them🗳 These extremists hate all religions, white people, western countries except Islam and terrorism around the world 🌎 🙄 😒 😑 😴 🤣
Identity Attack0.39870077
Insult0.40243408
Profanity0.11477985
Threat0.027515862
Severe Toxicity0.021031776
Moderate 0.4014846 Moderate Con 0.499
Dec 24, 2025 1 likes Deportations From Canada at Their …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
The bicyle guy is the definition of racist
The bicyle guy is the definition of racist
Identity Attack0.2869935
Insult0.40243408
Profanity0.14049543
Threat0.00933372
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.177 Meta_Commentary
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
I have to say to bike guy, bro.. you need to relax your racist remarks, if you actually meet africans, they're the opposite of the black americans. They have system just like filipinos.
I have to say to bike guy, bro.. you need to relax your racist remarks, if you actually meet africans, they're the opposite of the black americans. They have system just like filipinos.
Identity Attack0.4774257
Insult0.33154017
Profanity0.11477985
Threat0.008582866
Severe Toxicity0.018836858
Moderate 0.4014846 Constructive 0.556 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Cause they’ve always been racist but polite about it. Lmfao. As a native person I know this to be true as fawk. 😂😂😂😂😂😂😂
Cause they’ve always been racist but polite about it. Lmfao. As a native person I know this to be true as fawk. 😂😂😂😂😂😂😂
Identity Attack0.26833034
Insult0.344702
Profanity0.26735115
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.352
Aug 26, 2025 Why Canadians Are Turning Against …
That guy that said 'im as racist as the next guy' seems to be in fact MORE racist than the next guy.
That guy that said 'im as racist as the next guy' seems to be in fact MORE racist than the next guy.
Identity Attack0.28034934
Insult0.38852
Profanity0.0838743
Threat0.008867673
Severe Toxicity0.015092585
Moderate 0.40060925 Low Con 0.285 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
Identity Attack0.4453683
Insult0.2838064
Profanity0.037403382
Threat0.026307223
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.283 Policy_Critique
Feb 3, 2026 9 likes Inside Canada's Indian Invasion...
Don't let them come to kitchener. Most racist city in canada
Don't let them come to kitchener. Most racist city in canada
Identity Attack0.39966375
Insult0.33896056
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.015996376
Moderate 0.40060925 Moderate Con 0.303 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
Identity Attack0.30103904
Insult0.37052566
Profanity0.04491858
Threat0.009540852
Severe Toxicity0.012962224
Moderate 0.39987978 Low Con 0.248 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Tyler making money from all the racists again
Tyler making money from all the racists again
Identity Attack0.31892163
Insult0.3470427
Profanity0.08904689
Threat0.010214032
Severe Toxicity0.01644827
Moderate 0.39987978 Low Con 0.182 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
For a name of racist , they are ready to sacrifice their own Canadian culture.🫠👍🏼
For a name of racist , they are ready to sacrifice their own Canadian culture.🫠👍🏼
Identity Attack0.41222036
Insult0.33154017
Profanity0.023379711
Threat0.018192071
Severe Toxicity0.017674843
Moderate 0.39987978 Low Con 0.239 Identity_Assertion
Jan 30, 2026 Inside Canada's Indian Invasion...
despite the population drop. we should close the borders until we get this under control. cause almost 1 million immigrants in first three months of this year is so crazy. (I am a latino immigrant) …
despite the population drop. we should close the borders until we get this under control. cause almost 1 million immigrants in first three months of this year is so crazy. (I am a latino immigrant) not racist haha
Identity Attack0.42615733
Insult0.35849577
Profanity0.14666493
Threat0.013702838
Severe Toxicity0.020127986
Moderate 0.39987978 Constructive 0.635 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and services everywhere. This video is sad, and so anti-Canada.
Identity Attack0.2781757
Insult0.40975618
Profanity0.021330157
Threat0.008841781
Severe Toxicity0.012359619
Moderate 0.39842087 Moderate Con 0.336 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
@5:06 he’s totally racist 😢 Appreciate you visiting Canada tho bud ❤🎉 The cash came not worth the time 😅
@5:06 he’s totally racist 😢 Appreciate you visiting Canada tho bud ❤🎉 The cash came not worth the time 😅
Identity Attack0.2774022
Insult0.40189892
Profanity0.04892669
Threat0.0076766624
Severe Toxicity0.013543231
Moderate 0.39842087 Moderate Con 0.488 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
i’m finding that most people in this video are really racist so not stereotypical canadians
i’m finding that most people in this video are really racist so not stereotypical canadians
Identity Attack0.3819294
Insult0.3388922
Profanity0.108590275
Threat0.0077802283
Severe Toxicity0.017803956
Moderate 0.39842087 Moderate Con 0.359 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
she doesn't make any since and just sound racist reallly
she doesn't make any since and just sound racist reallly
Identity Attack0.25647953
Insult0.34237885
Profanity0.16729468
Threat0.008893564
Severe Toxicity0.016577384
Moderate 0.39842087 Low Con 0.215 Meta_Commentary
Feb 24, 2026 'We do know that there's …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean up... how they are corrupt people sometimes, how they try to cut corners and do things illegally... i watched it in my own workplace, how our indian sikh boss was so racist to his fellow indians, because they had patel name from gujarat and were 'lower cast' than the bossman who had sikh last name and was an 'engineer'. but this man just wanted to cut costs and try to cheat things, now this workplace is closed down. this is my experience all my life with indians. :(
Identity Attack0.44690517
Insult0.40243408
Profanity0.1067334
Threat0.015429466
Severe Toxicity0.021548226
Moderate 0.39842087 Constructive 0.711 Personal_Narrative
Nov 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The racist in the comment section sure are good at crying. 😂
The racist in the comment section sure are good at crying. 😂
Identity Attack0.23011416
Insult0.39297962
Profanity0.06796519
Threat0.009644418
Severe Toxicity0.013414118
Moderate 0.3977292 Low Con 0.15 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
who wins, Canadian racist bike guy vs American Tom from Zinc & Harrison?
who wins, Canadian racist bike guy vs American Tom from Zinc & Harrison?
Identity Attack0.36702603
Insult0.40243408
Profanity0.024541125
Threat0.007598988
Severe Toxicity0.0126394415
Moderate 0.3977292 Low Con 0.187 Meta_Commentary
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.